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IMP: a pipeline for reproducible reference-independent integrated metagenomic and metatranscriptomic analyses.
- Source :
-
Genome biology [Genome Biol] 2016 Dec 16; Vol. 17 (1), pp. 260. Date of Electronic Publication: 2016 Dec 16. - Publication Year :
- 2016
-
Abstract
- Existing workflows for the analysis of multi-omic microbiome datasets are lab-specific and often result in sub-optimal data usage. Here we present IMP, a reproducible and modular pipeline for the integrated and reference-independent analysis of coupled metagenomic and metatranscriptomic data. IMP incorporates robust read preprocessing, iterative co-assembly, analyses of microbial community structure and function, automated binning, as well as genomic signature-based visualizations. The IMP-based data integration strategy enhances data usage, output volume, and output quality as demonstrated using relevant use-cases. Finally, IMP is encapsulated within a user-friendly implementation using Python and Docker. IMP is available at http://r3lab.uni.lu/web/imp/ (MIT license).
Details
- Language :
- English
- ISSN :
- 1474-760X
- Volume :
- 17
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Genome biology
- Publication Type :
- Academic Journal
- Accession number :
- 27986083
- Full Text :
- https://doi.org/10.1186/s13059-016-1116-8